{"id":"W7062351592","doi":"","title":"Student Independent Projects Social Cultural Studies 2014:
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\\n","year":2014,"lang":"en","type":"report","venue":"Memorial University Research Repository (Memorial University)","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Subject (documents); Circumstantial evidence; Government (linguistics); Work (physics); Exposition (narrative); Social life","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001728342,0.001079871,0.001637726,0.002644805,0.0025985,0.0003672317,0.003076151,0.001829213,0.00006181611],"category_scores_gemma":[0.0005672498,0.001249282,0.0006477555,0.001908764,0.001376662,0.001130845,0.00233411,0.003579035,0.0001972976],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009907827,"about_ca_system_score_gemma":0.002144285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001167661,"about_ca_topic_score_gemma":0.001412039,"domain_scores_codex":[0.9907197,0.001131681,0.0007034333,0.001642036,0.004178018,0.001625175],"domain_scores_gemma":[0.9933792,0.0004350871,0.0004410407,0.001293453,0.004031348,0.0004198853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001224182,0.0003367337,0.0007791173,0.00128418,0.003564639,0.005731473,0.003855326,0.004011451,0.006113918,0.002091342,0.9684707,0.002536967],"study_design_scores_gemma":[0.003391111,0.0005082327,0.0003357713,0.0002312712,0.0004795663,0.00007828265,0.0228733,0.0001154591,0.007157265,0.0001106393,0.9630263,0.001692776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3600126,0.002598141,0.001121042,0.000356854,0.1151635,0.005432372,0.0004575389,0.006406703,0.5084512],"genre_scores_gemma":[0.6296559,0.02038538,0.0006437682,0.00001367458,0.05161332,0.0000159475,0.0005076409,0.0005006094,0.2966638],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2696433,"threshold_uncertainty_score":0.9994666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06240616350756949,"score_gpt":0.3212447891584661,"score_spread":0.2588386256508966,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}